Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 15000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 30 |
| Duplicate rows (%) | 0.2% |
| Total size in memory | 1.7 MiB |
| Average record size in memory | 120.0 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 7 |
eco_category has constant value "uncategorized" | Constant |
| Dataset has 30 (0.2%) duplicate rows | Duplicates |
url has a high cardinality: 14926 distinct values | High cardinality |
make has a high cardinality: 109 distinct values | High cardinality |
model has a high cardinality: 526 distinct values | High cardinality |
reg_date has a high cardinality: 3471 distinct values | High cardinality |
manufactured is highly overall correlated with no_of_owners and 1 other fields | High correlation |
power is highly overall correlated with engine_cap and 2 other fields | High correlation |
engine_cap is highly overall correlated with power and 1 other fields | High correlation |
curb_weight is highly overall correlated with power and 2 other fields | High correlation |
no_of_owners is highly overall correlated with manufactured and 1 other fields | High correlation |
mileage is highly overall correlated with manufactured and 2 other fields | High correlation |
price is highly overall correlated with power and 2 other fields | High correlation |
transmission is highly imbalanced (87.9%) | Imbalance |
url is uniformly distributed | Uniform |
Reproduction
| Analysis started | 2023-09-02 16:10:11.682381 |
|---|---|
| Analysis finished | 2023-09-02 16:10:38.147223 |
| Duration | 26.46 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
listing_id
Real number (ℝ)
| Distinct | 14926 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1011540 |
| Minimum | 540570 |
|---|---|
| Maximum | 1031324 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 540570 |
|---|---|
| 5-th percentile | 973097.9 |
| Q1 | 1004484.2 |
| median | 1018245.5 |
| Q3 | 1025443.8 |
| 95-th percentile | 1030152.1 |
| Maximum | 1031324 |
| Range | 490754 |
| Interquartile range (IQR) | 20959.5 |
Descriptive statistics
| Standard deviation | 22203.124 |
|---|---|
| Coefficient of variation (CV) | 0.021949823 |
| Kurtosis | 36.791099 |
| Mean | 1011540 |
| Median Absolute Deviation (MAD) | 8885 |
| Skewness | -4.0095874 |
| Sum | 1.51731 × 1010 |
| Variance | 4.9297872 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1014871 | 3 | < 0.1% |
| 1022502 | 2 | < 0.1% |
| 1021103 | 2 | < 0.1% |
| 930900 | 2 | < 0.1% |
| 1003291 | 2 | < 0.1% |
| 1024879 | 2 | < 0.1% |
| 1024194 | 2 | < 0.1% |
| 1021331 | 2 | < 0.1% |
| 1022814 | 2 | < 0.1% |
| 1024684 | 2 | < 0.1% |
| Other values (14916) | 14979 |
| Value | Count | Frequency (%) |
| 540570 | 1 | |
| 691782 | 1 | |
| 708011 | 1 | |
| 733385 | 1 | |
| 743986 | 1 | |
| 749258 | 1 | |
| 756142 | 1 | |
| 759456 | 1 | |
| 767227 | 1 | |
| 773433 | 1 |
| Value | Count | Frequency (%) |
| 1031324 | 1 | |
| 1031322 | 1 | |
| 1031319 | 1 | |
| 1031316 | 1 | |
| 1031314 | 1 | |
| 1031312 | 1 | |
| 1031310 | 1 | |
| 1031309 | 1 | |
| 1031305 | 1 | |
| 1031304 | 1 |
url
Categorical
HIGH CARDINALITY  UNIFORM 
| Distinct | 14926 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 117.3 KiB |
| https://www.sgcarmart.com/listing/1014871 | 3 |
|---|---|
| https://www.sgcarmart.com/listing/1022502 | 2 |
| https://www.sgcarmart.com/listing/1021103 | 2 |
| https://www.sgcarmart.com/listing/930900 | 2 |
| https://www.sgcarmart.com/listing/1003291 | 2 |
| Other values (14921) |
Length
| Max length | 41 |
|---|---|
| Median length | 41 |
| Mean length | 40.8038 |
| Min length | 40 |
Characters and Unicode
| Total characters | 612057 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 14853 ? |
|---|---|
| Unique (%) | 99.0% |
Sample
| 1st row | https://www.sgcarmart.com/listing/1004862 |
|---|---|
| 2nd row | https://www.sgcarmart.com/listing/1004953 |
| 3rd row | https://www.sgcarmart.com/listing/1031276 |
| 4th row | https://www.sgcarmart.com/listing/1024287 |
| 5th row | https://www.sgcarmart.com/listing/1023453 |
Common Values
| Value | Count | Frequency (%) |
| https://www.sgcarmart.com/listing/1014871 | 3 | < 0.1% |
| https://www.sgcarmart.com/listing/1022502 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1021103 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/930900 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1003291 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1024879 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1024194 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1021331 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1022814 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1024684 | 2 | < 0.1% |
| Other values (14916) | 14979 |
Length
| Value | Count | Frequency (%) |
| https://www.sgcarmart.com/listing/1014871 | 3 | < 0.1% |
| https://www.sgcarmart.com/listing/976473 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1024837 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1004028 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/979538 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1022183 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1025482 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1021080 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1002661 | 2 | < 0.1% |
| https://www.sgcarmart.com/listing/1007612 | 2 | < 0.1% |
| Other values (14916) | 14979 |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 60000 | 9.8% |
| t | 60000 | 9.8% |
| s | 45000 | 7.4% |
| w | 45000 | 7.4% |
| i | 30000 | 4.9% |
| . | 30000 | 4.9% |
| g | 30000 | 4.9% |
| c | 30000 | 4.9% |
| a | 30000 | 4.9% |
| r | 30000 | 4.9% |
| Other values (17) | 222057 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 405000 | |
| Other Punctuation | 105000 | 17.2% |
| Decimal Number | 102057 | 16.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 60000 | |
| s | 45000 | |
| w | 45000 | |
| i | 30000 | |
| g | 30000 | |
| c | 30000 | |
| a | 30000 | |
| r | 30000 | |
| m | 30000 | |
| h | 15000 | 3.7% |
| Other values (4) | 60000 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 21203 | |
| 0 | 20385 | |
| 2 | 11685 | |
| 9 | 10324 | |
| 8 | 7014 | 6.9% |
| 3 | 6756 | 6.6% |
| 7 | 6467 | 6.3% |
| 6 | 6261 | 6.1% |
| 5 | 6032 | 5.9% |
| 4 | 5930 | 5.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 60000 | |
| . | 30000 | |
| : | 15000 | 14.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 405000 | |
| Common | 207057 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 60000 | |
| s | 45000 | |
| w | 45000 | |
| i | 30000 | |
| g | 30000 | |
| c | 30000 | |
| a | 30000 | |
| r | 30000 | |
| m | 30000 | |
| h | 15000 | 3.7% |
| Other values (4) | 60000 |
Common
| Value | Count | Frequency (%) |
| / | 60000 | |
| . | 30000 | |
| 1 | 21203 | 10.2% |
| 0 | 20385 | 9.8% |
| : | 15000 | 7.2% |
| 2 | 11685 | 5.6% |
| 9 | 10324 | 5.0% |
| 8 | 7014 | 3.4% |
| 3 | 6756 | 3.3% |
| 7 | 6467 | 3.1% |
| Other values (3) | 18223 | 8.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 612057 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| / | 60000 | 9.8% |
| t | 60000 | 9.8% |
| s | 45000 | 7.4% |
| w | 45000 | 7.4% |
| i | 30000 | 4.9% |
| . | 30000 | 4.9% |
| g | 30000 | 4.9% |
| c | 30000 | 4.9% |
| a | 30000 | 4.9% |
| r | 30000 | 4.9% |
| Other values (17) | 222057 |
make
Categorical
| Distinct | 109 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 117.3 KiB |
| mercedes-benz | |
|---|---|
| toyota | |
| honda | |
| bmw | |
| audi | 591 |
| Other values (104) |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 6.6737333 |
| Min length | 2 |
Characters and Unicode
| Total characters | 100106 |
|---|---|
| Distinct characters | 45 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 21 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Lamborghini |
|---|---|
| 2nd row | Mitsubishi |
| 3rd row | toyota |
| 4th row | volkswagen |
| 5th row | bmw |
Common Values
| Value | Count | Frequency (%) |
| mercedes-benz | 1776 | 11.8% |
| toyota | 1760 | 11.7% |
| honda | 1708 | 11.4% |
| bmw | 1438 | 9.6% |
| audi | 591 | 3.9% |
| volkswagen | 499 | 3.3% |
| mazda | 493 | 3.3% |
| hyundai | 480 | 3.2% |
| nissan | 406 | 2.7% |
| Mercedes-Benz | 394 | 2.6% |
| Other values (99) | 5455 |
Length
| Value | Count | Frequency (%) |
| mercedes-benz | 2170 | |
| toyota | 2115 | |
| honda | 2091 | |
| bmw | 1761 | |
| audi | 728 | 4.8% |
| volkswagen | 620 | 4.1% |
| mazda | 597 | 3.9% |
| hyundai | 596 | 3.9% |
| nissan | 497 | 3.3% |
| kia | 491 | 3.2% |
| Other values (57) | 3460 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 11130 | 11.1% |
| a | 9558 | 9.5% |
| o | 8500 | 8.5% |
| n | 7250 | 7.2% |
| d | 6415 | 6.4% |
| s | 6083 | 6.1% |
| t | 4909 | 4.9% |
| m | 4780 | 4.8% |
| i | 4662 | 4.7% |
| b | 4093 | 4.1% |
| Other values (35) | 32726 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 94649 | |
| Uppercase Letter | 3119 | 3.1% |
| Dash Punctuation | 2212 | 2.2% |
| Space Separator | 126 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 11130 | |
| a | 9558 | 10.1% |
| o | 8500 | 9.0% |
| n | 7250 | 7.7% |
| d | 6415 | 6.8% |
| s | 6083 | 6.4% |
| t | 4909 | 5.2% |
| m | 4780 | 5.1% |
| i | 4662 | 4.9% |
| b | 4093 | 4.3% |
| Other values (15) | 27269 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 738 | |
| M | 627 | |
| H | 501 | |
| T | 355 | |
| V | 163 | 5.2% |
| A | 143 | 4.6% |
| S | 101 | 3.2% |
| K | 99 | 3.2% |
| N | 91 | 2.9% |
| L | 88 | 2.8% |
| Other values (8) | 213 | 6.8% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2212 |
Space Separator
| Value | Count | Frequency (%) |
| 126 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 97768 | |
| Common | 2338 | 2.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 11130 | 11.4% |
| a | 9558 | 9.8% |
| o | 8500 | 8.7% |
| n | 7250 | 7.4% |
| d | 6415 | 6.6% |
| s | 6083 | 6.2% |
| t | 4909 | 5.0% |
| m | 4780 | 4.9% |
| i | 4662 | 4.8% |
| b | 4093 | 4.2% |
| Other values (33) | 30388 |
Common
| Value | Count | Frequency (%) |
| - | 2212 | |
| 126 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 100106 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 11130 | 11.1% |
| a | 9558 | 9.5% |
| o | 8500 | 8.5% |
| n | 7250 | 7.2% |
| d | 6415 | 6.4% |
| s | 6083 | 6.1% |
| t | 4909 | 4.9% |
| m | 4780 | 4.8% |
| i | 4662 | 4.7% |
| b | 4093 | 4.1% |
| Other values (35) | 32726 |
model
Categorical
| Distinct | 526 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 117.3 KiB |
| amg | 537 |
|---|---|
| corolla | 446 |
| vezel | 401 |
| cerato | 349 |
| c180 | 341 |
| Other values (521) |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 4.6754 |
| Min length | 1 |
Characters and Unicode
| Total characters | 70131 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 112 ? |
|---|---|
| Unique (%) | 0.7% |
Sample
| 1st row | gallardo |
|---|---|
| 2nd row | attrage |
| 3rd row | vios |
| 4th row | golf |
| 5th row | 216d |
Common Values
| Value | Count | Frequency (%) |
| amg | 537 | 3.6% |
| corolla | 446 | 3.0% |
| vezel | 401 | 2.7% |
| cerato | 349 | 2.3% |
| c180 | 341 | 2.3% |
| civic | 330 | 2.2% |
| 2 | 329 | 2.2% |
| fit | 277 | 1.8% |
| 3 | 258 | 1.7% |
| jazz | 254 | 1.7% |
| Other values (516) | 11478 |
Length
| Value | Count | Frequency (%) |
| amg | 537 | 3.6% |
| corolla | 446 | 3.0% |
| vezel | 401 | 2.7% |
| cerato | 349 | 2.3% |
| c180 | 341 | 2.3% |
| civic | 330 | 2.2% |
| 2 | 329 | 2.2% |
| fit | 277 | 1.8% |
| 3 | 258 | 1.7% |
| jazz | 254 | 1.7% |
| Other values (516) | 11478 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 7363 | 10.5% |
| e | 5776 | 8.2% |
| r | 4868 | 6.9% |
| i | 4651 | 6.6% |
| c | 4231 | 6.0% |
| o | 3912 | 5.6% |
| l | 3877 | 5.5% |
| t | 3701 | 5.3% |
| s | 3128 | 4.5% |
| 0 | 3074 | 4.4% |
| Other values (27) | 25550 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 57866 | |
| Decimal Number | 11896 | 17.0% |
| Dash Punctuation | 369 | 0.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 7363 | |
| e | 5776 | |
| r | 4868 | 8.4% |
| i | 4651 | 8.0% |
| c | 4231 | 7.3% |
| o | 3912 | 6.8% |
| l | 3877 | 6.7% |
| t | 3701 | 6.4% |
| s | 3128 | 5.4% |
| n | 2477 | 4.3% |
| Other values (16) | 13882 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3074 | |
| 2 | 1804 | |
| 1 | 1756 | |
| 3 | 1430 | |
| 8 | 1169 | 9.8% |
| 5 | 1066 | 9.0% |
| 4 | 644 | 5.4% |
| 6 | 629 | 5.3% |
| 7 | 182 | 1.5% |
| 9 | 142 | 1.2% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 369 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 57866 | |
| Common | 12265 | 17.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 7363 | |
| e | 5776 | |
| r | 4868 | 8.4% |
| i | 4651 | 8.0% |
| c | 4231 | 7.3% |
| o | 3912 | 6.8% |
| l | 3877 | 6.7% |
| t | 3701 | 6.4% |
| s | 3128 | 5.4% |
| n | 2477 | 4.3% |
| Other values (16) | 13882 |
Common
| Value | Count | Frequency (%) |
| 0 | 3074 | |
| 2 | 1804 | |
| 1 | 1756 | |
| 3 | 1430 | |
| 8 | 1169 | 9.5% |
| 5 | 1066 | 8.7% |
| 4 | 644 | 5.3% |
| 6 | 629 | 5.1% |
| - | 369 | 3.0% |
| 7 | 182 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 70131 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 7363 | 10.5% |
| e | 5776 | 8.2% |
| r | 4868 | 6.9% |
| i | 4651 | 6.6% |
| c | 4231 | 6.0% |
| o | 3912 | 5.6% |
| l | 3877 | 5.5% |
| t | 3701 | 5.3% |
| s | 3128 | 4.5% |
| 0 | 3074 | 4.4% |
| Other values (27) | 25550 |
manufactured
Real number (ℝ)
| Distinct | 45 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2016.7358 |
| Minimum | 1933 |
|---|---|
| Maximum | 2121 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 1933 |
|---|---|
| 5-th percentile | 2008 |
| Q1 | 2012 |
| median | 2016 |
| Q3 | 2018 |
| 95-th percentile | 2020 |
| Maximum | 2121 |
| Range | 188 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 14.484561 |
|---|---|
| Coefficient of variation (CV) | 0.0071821809 |
| Kurtosis | 39.083433 |
| Mean | 2016.7358 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 6.0899714 |
| Sum | 30251037 |
| Variance | 209.80252 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2016 | 2194 | |
| 2018 | 1872 | |
| 2017 | 1722 | |
| 2019 | 1536 | |
| 2015 | 1412 | |
| 2011 | 941 | 6.3% |
| 2008 | 932 | 6.2% |
| 2009 | 692 | 4.6% |
| 2014 | 672 | 4.5% |
| 2020 | 663 | 4.4% |
| Other values (35) | 2364 |
| Value | Count | Frequency (%) |
| 1933 | 1 | < 0.1% |
| 1962 | 1 | < 0.1% |
| 1964 | 1 | < 0.1% |
| 1969 | 1 | < 0.1% |
| 1972 | 1 | < 0.1% |
| 1975 | 1 | < 0.1% |
| 1976 | 1 | < 0.1% |
| 1978 | 2 | |
| 1982 | 1 | < 0.1% |
| 2003 | 3 |
| Value | Count | Frequency (%) |
| 2121 | 2 | < 0.1% |
| 2120 | 11 | 0.1% |
| 2119 | 37 | |
| 2118 | 37 | |
| 2117 | 33 | |
| 2116 | 45 | |
| 2115 | 27 | |
| 2114 | 14 | 0.1% |
| 2113 | 8 | 0.1% |
| 2112 | 10 | 0.1% |
reg_date
Categorical
| Distinct | 3471 |
|---|---|
| Distinct (%) | 23.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 117.3 KiB |
| 29-dec-2017 | 36 |
|---|---|
| 28-feb-2017 | 35 |
| 30-nov-2018 | 33 |
| 30-jun-2016 | 31 |
| 29-aug-2017 | 30 |
| Other values (3466) |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 11 |
| Min length | 11 |
Characters and Unicode
| Total characters | 165000 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 810 ? |
|---|---|
| Unique (%) | 5.4% |
Sample
| 1st row | 06-jan-2012 |
|---|---|
| 2nd row | 31-jul-2017 |
| 3rd row | 21-nov-2018 |
| 4th row | 18-nov-2016 |
| 5th row | 24-nov-2016 |
Common Values
| Value | Count | Frequency (%) |
| 29-dec-2017 | 36 | 0.2% |
| 28-feb-2017 | 35 | 0.2% |
| 30-nov-2018 | 33 | 0.2% |
| 30-jun-2016 | 31 | 0.2% |
| 29-aug-2017 | 30 | 0.2% |
| 30-nov-2016 | 28 | 0.2% |
| 29-jun-2018 | 28 | 0.2% |
| 31-may-2016 | 26 | 0.2% |
| 31-dec-2018 | 26 | 0.2% |
| 28-jun-2018 | 26 | 0.2% |
| Other values (3461) | 14701 |
Length
| Value | Count | Frequency (%) |
| 29-dec-2017 | 36 | 0.2% |
| 28-feb-2017 | 35 | 0.2% |
| 30-nov-2018 | 33 | 0.2% |
| 30-jun-2016 | 31 | 0.2% |
| 29-aug-2017 | 30 | 0.2% |
| 30-nov-2016 | 28 | 0.2% |
| 29-jun-2018 | 28 | 0.2% |
| 31-may-2016 | 26 | 0.2% |
| 31-dec-2018 | 26 | 0.2% |
| 28-jun-2018 | 26 | 0.2% |
| Other values (3461) | 14701 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 30000 | |
| 2 | 24345 | |
| 0 | 23241 | |
| 1 | 19590 | |
| a | 6146 | 3.7% |
| 8 | 4174 | 2.5% |
| 9 | 4026 | 2.4% |
| n | 3952 | 2.4% |
| u | 3923 | 2.4% |
| j | 3871 | 2.3% |
| Other values (20) | 41732 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 90000 | |
| Lowercase Letter | 45000 | |
| Dash Punctuation | 30000 | 18.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 6146 | |
| n | 3952 | 8.8% |
| u | 3923 | 8.7% |
| j | 3871 | 8.6% |
| e | 3633 | 8.1% |
| c | 2632 | 5.8% |
| o | 2617 | 5.8% |
| m | 2490 | 5.5% |
| p | 2409 | 5.4% |
| r | 2360 | 5.2% |
| Other values (9) | 10967 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 24345 | |
| 0 | 23241 | |
| 1 | 19590 | |
| 8 | 4174 | 4.6% |
| 9 | 4026 | 4.5% |
| 7 | 3716 | 4.1% |
| 6 | 3579 | 4.0% |
| 3 | 3104 | 3.4% |
| 5 | 2506 | 2.8% |
| 4 | 1719 | 1.9% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 30000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 120000 | |
| Latin | 45000 | 27.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 6146 | |
| n | 3952 | 8.8% |
| u | 3923 | 8.7% |
| j | 3871 | 8.6% |
| e | 3633 | 8.1% |
| c | 2632 | 5.8% |
| o | 2617 | 5.8% |
| m | 2490 | 5.5% |
| p | 2409 | 5.4% |
| r | 2360 | 5.2% |
| Other values (9) | 10967 |
Common
| Value | Count | Frequency (%) |
| - | 30000 | |
| 2 | 24345 | |
| 0 | 23241 | |
| 1 | 19590 | |
| 8 | 4174 | 3.5% |
| 9 | 4026 | 3.4% |
| 7 | 3716 | 3.1% |
| 6 | 3579 | 3.0% |
| 3 | 3104 | 2.6% |
| 5 | 2506 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 165000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 30000 | |
| 2 | 24345 | |
| 0 | 23241 | |
| 1 | 19590 | |
| a | 6146 | 3.7% |
| 8 | 4174 | 2.5% |
| 9 | 4026 | 2.4% |
| n | 3952 | 2.4% |
| u | 3923 | 2.4% |
| j | 3871 | 2.3% |
| Other values (20) | 41732 |
type_of_vehicle
Categorical
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 117.3 KiB |
| suv | |
|---|---|
| luxury sedan | |
| mid-sized sedan | |
| hatchback | |
| mpv | |
| Other values (8) |
Length
| Max length | 15 |
|---|---|
| Median length | 12 |
| Mean length | 8.8024 |
| Min length | 3 |
Characters and Unicode
| Total characters | 132036 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | sports car |
|---|---|
| 2nd row | mid-sized_sedan |
| 3rd row | mid-sized sedan |
| 4th row | hatchback |
| 5th row | mpv |
Common Values
| Value | Count | Frequency (%) |
| suv | 3375 | |
| luxury sedan | 2817 | |
| mid-sized sedan | 2298 | |
| hatchback | 1927 | |
| mpv | 1732 | |
| sports car | 1715 | |
| stationwagon | 345 | 2.3% |
| luxury_sedan | 324 | 2.2% |
| mid-sized_sedan | 254 | 1.7% |
| sports_car | 206 | 1.4% |
| Other values (3) | 7 | < 0.1% |
Length
| Value | Count | Frequency (%) |
| sedan | 5115 | |
| suv | 3375 | |
| luxury | 2817 | |
| mid-sized | 2298 | |
| hatchback | 1927 | 8.8% |
| mpv | 1732 | 7.9% |
| sports | 1715 | 7.9% |
| car | 1715 | 7.9% |
| stationwagon | 345 | 1.6% |
| luxury_sedan | 324 | 1.5% |
| Other values (5) | 467 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 15809 | 12.0% |
| a | 12159 | 9.2% |
| d | 10797 | 8.2% |
| u | 9664 | 7.3% |
| e | 8245 | 6.2% |
| r | 6983 | 5.3% |
| 6830 | 5.2% | |
| n | 6400 | 4.8% |
| c | 5775 | 4.4% |
| i | 5451 | 4.1% |
| Other values (17) | 43923 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 121868 | |
| Space Separator | 6830 | 5.2% |
| Dash Punctuation | 2552 | 1.9% |
| Connector Punctuation | 785 | 0.6% |
| Other Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 15809 | |
| a | 12159 | 10.0% |
| d | 10797 | 8.9% |
| u | 9664 | 7.9% |
| e | 8245 | 6.8% |
| r | 6983 | 5.7% |
| n | 6400 | 5.3% |
| c | 5775 | 4.7% |
| i | 5451 | 4.5% |
| v | 5108 | 4.2% |
| Other values (13) | 35477 |
Space Separator
| Value | Count | Frequency (%) |
| 6830 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2552 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 785 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 121868 | |
| Common | 10168 | 7.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 15809 | |
| a | 12159 | 10.0% |
| d | 10797 | 8.9% |
| u | 9664 | 7.9% |
| e | 8245 | 6.8% |
| r | 6983 | 5.7% |
| n | 6400 | 5.3% |
| c | 5775 | 4.7% |
| i | 5451 | 4.5% |
| v | 5108 | 4.2% |
| Other values (13) | 35477 |
Common
| Value | Count | Frequency (%) |
| 6830 | ||
| - | 2552 | 25.1% |
| _ | 785 | 7.7% |
| / | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 132036 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 15809 | 12.0% |
| a | 12159 | 9.2% |
| d | 10797 | 8.2% |
| u | 9664 | 7.3% |
| e | 8245 | 6.2% |
| r | 6983 | 5.3% |
| 6830 | 5.2% | |
| n | 6400 | 4.8% |
| c | 5775 | 4.4% |
| i | 5451 | 4.1% |
| Other values (17) | 43923 |
eco_category
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 117.3 KiB |
| uncategorized |
|---|
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 13 |
| Min length | 13 |
Characters and Unicode
| Total characters | 195000 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | uncategorized |
|---|---|
| 2nd row | uncategorized |
| 3rd row | uncategorized |
| 4th row | uncategorized |
| 5th row | uncategorized |
Common Values
| Value | Count | Frequency (%) |
| uncategorized | 15000 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| uncategorized | 15000 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 30000 | |
| u | 15000 | |
| n | 15000 | |
| c | 15000 | |
| a | 15000 | |
| t | 15000 | |
| g | 15000 | |
| o | 15000 | |
| r | 15000 | |
| i | 15000 | |
| Other values (2) | 30000 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 195000 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 30000 | |
| u | 15000 | |
| n | 15000 | |
| c | 15000 | |
| a | 15000 | |
| t | 15000 | |
| g | 15000 | |
| o | 15000 | |
| r | 15000 | |
| i | 15000 | |
| Other values (2) | 30000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 195000 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 30000 | |
| u | 15000 | |
| n | 15000 | |
| c | 15000 | |
| a | 15000 | |
| t | 15000 | |
| g | 15000 | |
| o | 15000 | |
| r | 15000 | |
| i | 15000 | |
| Other values (2) | 30000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 195000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 30000 | |
| u | 15000 | |
| n | 15000 | |
| c | 15000 | |
| a | 15000 | |
| t | 15000 | |
| g | 15000 | |
| o | 15000 | |
| r | 15000 | |
| i | 15000 | |
| Other values (2) | 30000 |
transmission
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 117.3 KiB |
| auto | |
|---|---|
| manual | 247 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.0329333 |
| Min length | 4 |
Characters and Unicode
| Total characters | 60494 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | auto |
|---|---|
| 2nd row | auto |
| 3rd row | auto |
| 4th row | auto |
| 5th row | auto |
Common Values
| Value | Count | Frequency (%) |
| auto | 14753 | |
| manual | 247 | 1.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| auto | 14753 | |
| manual | 247 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 15247 | |
| u | 15000 | |
| t | 14753 | |
| o | 14753 | |
| m | 247 | 0.4% |
| n | 247 | 0.4% |
| l | 247 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 60494 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 15247 | |
| u | 15000 | |
| t | 14753 | |
| o | 14753 | |
| m | 247 | 0.4% |
| n | 247 | 0.4% |
| l | 247 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 60494 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 15247 | |
| u | 15000 | |
| t | 14753 | |
| o | 14753 | |
| m | 247 | 0.4% |
| n | 247 | 0.4% |
| l | 247 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 60494 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 15247 | |
| u | 15000 | |
| t | 14753 | |
| o | 14753 | |
| m | 247 | 0.4% |
| n | 247 | 0.4% |
| l | 247 | 0.4% |
power
Real number (ℝ)
| Distinct | 258 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 136.0206 |
| Minimum | 38 |
|---|---|
| Maximum | 735 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 38 |
|---|---|
| 5-th percentile | 73 |
| Q1 | 90 |
| median | 110 |
| Q3 | 150 |
| 95-th percentile | 309 |
| Maximum | 735 |
| Range | 697 |
| Interquartile range (IQR) | 60 |
Descriptive statistics
| Standard deviation | 76.052745 |
|---|---|
| Coefficient of variation (CV) | 0.55912667 |
| Kurtosis | 6.0583024 |
| Mean | 136.0206 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 2.330448 |
| Sum | 2040309 |
| Variance | 5784.02 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 90 | 911 | 6.1% |
| 135 | 679 | 4.5% |
| 96 | 604 | 4.0% |
| 115 | 584 | 3.9% |
| 85 | 543 | 3.6% |
| 80 | 493 | 3.3% |
| 88 | 443 | 3.0% |
| 73 | 428 | 2.9% |
| 100 | 422 | 2.8% |
| 110 | 402 | 2.7% |
| Other values (248) | 9491 |
| Value | Count | Frequency (%) |
| 38 | 1 | < 0.1% |
| 40 | 2 | < 0.1% |
| 45 | 5 | < 0.1% |
| 47 | 20 | |
| 48 | 3 | < 0.1% |
| 50 | 2 | < 0.1% |
| 51 | 2 | < 0.1% |
| 54 | 3 | < 0.1% |
| 55 | 1 | < 0.1% |
| 57 | 27 |
| Value | Count | Frequency (%) |
| 735 | 1 | < 0.1% |
| 552 | 3 | < 0.1% |
| 545 | 2 | < 0.1% |
| 541 | 4 | < 0.1% |
| 533 | 2 | < 0.1% |
| 530 | 9 | |
| 515 | 13 | |
| 507 | 1 | < 0.1% |
| 493 | 9 | |
| 489 | 1 | < 0.1% |
engine_cap
Real number (ℝ)
| Distinct | 228 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1974.1645 |
| Minimum | 647 |
|---|---|
| Maximum | 6752 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 647 |
|---|---|
| 5-th percentile | 1199 |
| Q1 | 1497 |
| median | 1598 |
| Q3 | 1998 |
| 95-th percentile | 3745 |
| Maximum | 6752 |
| Range | 6105 |
| Interquartile range (IQR) | 501 |
Descriptive statistics
| Standard deviation | 827.09375 |
|---|---|
| Coefficient of variation (CV) | 0.41895889 |
| Kurtosis | 8.2913178 |
| Mean | 1974.1645 |
| Median Absolute Deviation (MAD) | 266 |
| Skewness | 2.5607509 |
| Sum | 29612467 |
| Variance | 684084.08 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1496 | 1576 | 10.5% |
| 1998 | 1102 | 7.3% |
| 1591 | 811 | 5.4% |
| 1598 | 759 | 5.1% |
| 1595 | 694 | 4.6% |
| 1991 | 514 | 3.4% |
| 1499 | 462 | 3.1% |
| 1997 | 454 | 3.0% |
| 1984 | 445 | 3.0% |
| 1498 | 326 | 2.2% |
| Other values (218) | 7857 |
| Value | Count | Frequency (%) |
| 647 | 1 | < 0.1% |
| 658 | 2 | < 0.1% |
| 659 | 4 | < 0.1% |
| 796 | 1 | < 0.1% |
| 988 | 5 | < 0.1% |
| 989 | 6 | < 0.1% |
| 996 | 10 | 0.1% |
| 998 | 47 | 0.3% |
| 999 | 184 | |
| 1086 | 17 | 0.1% |
| Value | Count | Frequency (%) |
| 6752 | 6 | < 0.1% |
| 6749 | 13 | |
| 6592 | 30 | |
| 6498 | 18 | |
| 6262 | 6 | < 0.1% |
| 6208 | 9 | 0.1% |
| 5999 | 3 | < 0.1% |
| 5998 | 32 | |
| 5980 | 3 | < 0.1% |
| 5950 | 12 | 0.1% |
curb_weight
Real number (ℝ)
| Distinct | 645 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1472.0349 |
| Minimum | 2 |
|---|---|
| Maximum | 2905 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 1067.95 |
| Q1 | 1280 |
| median | 1430 |
| Q3 | 1625 |
| 95-th percentile | 1990 |
| Maximum | 2905 |
| Range | 2903 |
| Interquartile range (IQR) | 345 |
Descriptive statistics
| Standard deviation | 284.10088 |
|---|---|
| Coefficient of variation (CV) | 0.19299874 |
| Kurtosis | 1.2402494 |
| Mean | 1472.0349 |
| Median Absolute Deviation (MAD) | 180 |
| Skewness | 0.83745408 |
| Sum | 22080523 |
| Variance | 80713.311 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1190 | 378 | 2.5% |
| 1430 | 373 | 2.5% |
| 1425 | 258 | 1.7% |
| 1615 | 243 | 1.6% |
| 1345 | 231 | 1.5% |
| 1480 | 225 | 1.5% |
| 1610 | 208 | 1.4% |
| 1195 | 185 | 1.2% |
| 1310 | 182 | 1.2% |
| 1285 | 180 | 1.2% |
| Other values (635) | 12537 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 780 | 1 | < 0.1% |
| 786 | 1 | < 0.1% |
| 795 | 1 | < 0.1% |
| 800 | 3 | |
| 805 | 1 | < 0.1% |
| 806 | 1 | < 0.1% |
| 830 | 1 | < 0.1% |
| 840 | 3 | |
| 852 | 4 |
| Value | Count | Frequency (%) |
| 2905 | 1 | < 0.1% |
| 2815 | 5 | |
| 2760 | 2 | < 0.1% |
| 2745 | 2 | < 0.1% |
| 2730 | 1 | < 0.1% |
| 2685 | 2 | < 0.1% |
| 2635 | 3 | |
| 2625 | 2 | < 0.1% |
| 2600 | 2 | < 0.1% |
| 2590 | 1 | < 0.1% |
no_of_owners
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2975.1687 |
| Minimum | 1 |
|---|---|
| Maximum | 99999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 99999 |
| Range | 99998 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 16985.14 |
|---|---|
| Coefficient of variation (CV) | 5.7089671 |
| Kurtosis | 28.672888 |
| Mean | 2975.1687 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.5379658 |
| Sum | 44627531 |
| Variance | 2.88495 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 7540 | |
| 2 | 3562 | |
| 3 | 1702 | 11.3% |
| 4 | 917 | 6.1% |
| 5 | 459 | 3.1% |
| 99999 | 446 | 3.0% |
| 6 | 374 | 2.5% |
| Value | Count | Frequency (%) |
| 1 | 7540 | |
| 2 | 3562 | |
| 3 | 1702 | 11.3% |
| 4 | 917 | 6.1% |
| 5 | 459 | 3.1% |
| 6 | 374 | 2.5% |
| 99999 | 446 | 3.0% |
| Value | Count | Frequency (%) |
| 99999 | 446 | 3.0% |
| 6 | 374 | 2.5% |
| 5 | 459 | 3.1% |
| 4 | 917 | 6.1% |
| 3 | 1702 | 11.3% |
| 2 | 3562 | |
| 1 | 7540 |
mileage
Real number (ℝ)
| Distinct | 5179 |
|---|---|
| Distinct (%) | 34.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73729.744 |
| Minimum | 1 |
|---|---|
| Maximum | 386000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7000 |
| Q1 | 35306.75 |
| median | 67897.5 |
| Q3 | 105000 |
| 95-th percentile | 160000 |
| Maximum | 386000 |
| Range | 385999 |
| Interquartile range (IQR) | 69693.25 |
Descriptive statistics
| Standard deviation | 48326.853 |
|---|---|
| Coefficient of variation (CV) | 0.65545939 |
| Kurtosis | 0.41689662 |
| Mean | 73729.744 |
| Median Absolute Deviation (MAD) | 34102.5 |
| Skewness | 0.69655955 |
| Sum | 1.1059462 × 109 |
| Variance | 2.3354847 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80000 | 151 | 1.0% |
| 120000 | 124 | 0.8% |
| 50000 | 120 | 0.8% |
| 60000 | 114 | 0.8% |
| 90000 | 113 | 0.8% |
| 130000 | 113 | 0.8% |
| 110000 | 103 | 0.7% |
| 70000 | 102 | 0.7% |
| 140000 | 99 | 0.7% |
| 65000 | 96 | 0.6% |
| Other values (5169) | 13865 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| 11 | 10 | |
| 12 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 16 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 18 | 5 |
| Value | Count | Frequency (%) |
| 386000 | 1 | |
| 340000 | 1 | |
| 330000 | 1 | |
| 319000 | 1 | |
| 318000 | 1 | |
| 311000 | 1 | |
| 300000 | 2 | |
| 298223 | 1 | |
| 290000 | 1 | |
| 288000 | 1 |
price
Real number (ℝ)
| Distinct | 2660 |
|---|---|
| Distinct (%) | 17.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 108264.32 |
| Minimum | 1900 |
|---|---|
| Maximum | 2388777 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 117.3 KiB |
Quantile statistics
| Minimum | 1900 |
|---|---|
| 5-th percentile | 21552.25 |
| Q1 | 57800 |
| median | 78000 |
| Q3 | 119900 |
| 95-th percentile | 274988.6 |
| Maximum | 2388777 |
| Range | 2386877 |
| Interquartile range (IQR) | 62100 |
Descriptive statistics
| Standard deviation | 112229.23 |
|---|---|
| Coefficient of variation (CV) | 1.0366226 |
| Kurtosis | 47.252703 |
| Mean | 108264.32 |
| Median Absolute Deviation (MAD) | 26200 |
| Skewness | 5.3027808 |
| Sum | 1.6239647 × 109 |
| Variance | 1.2595401 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 69800 | 177 | 1.2% |
| 65800 | 147 | 1.0% |
| 72800 | 131 | 0.9% |
| 79800 | 127 | 0.8% |
| 58800 | 127 | 0.8% |
| 66800 | 127 | 0.8% |
| 75800 | 126 | 0.8% |
| 76800 | 123 | 0.8% |
| 59800 | 121 | 0.8% |
| 68800 | 120 | 0.8% |
| Other values (2650) | 13674 |
| Value | Count | Frequency (%) |
| 1900 | 1 | < 0.1% |
| 3500 | 1 | < 0.1% |
| 3999 | 1 | < 0.1% |
| 4800 | 2 | |
| 5000 | 1 | < 0.1% |
| 5300 | 1 | < 0.1% |
| 5500 | 3 | |
| 5800 | 2 | |
| 6000 | 3 | |
| 6300 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2388777 | 1 | |
| 2000000 | 1 | |
| 1700000 | 1 | |
| 1535555 | 1 | |
| 1480000 | 1 | |
| 1398888 | 1 | |
| 1390900 | 1 | |
| 1380500 | 1 | |
| 1330000 | 1 | |
| 1300000 | 1 |
| listing_id | manufactured | power | engine_cap | curb_weight | no_of_owners | mileage | price | type_of_vehicle | transmission | |
|---|---|---|---|---|---|---|---|---|---|---|
| listing_id | 1.000 | -0.028 | -0.068 | -0.063 | -0.058 | 0.011 | 0.048 | -0.083 | 0.026 | 0.018 |
| manufactured | -0.028 | 1.000 | -0.048 | -0.186 | 0.027 | -0.616 | -0.793 | 0.464 | 0.355 | 0.221 |
| power | -0.068 | -0.048 | 1.000 | 0.814 | 0.801 | 0.105 | -0.064 | 0.668 | 0.285 | 0.052 |
| engine_cap | -0.063 | -0.186 | 0.814 | 1.000 | 0.779 | 0.174 | 0.077 | 0.490 | 0.252 | 0.047 |
| curb_weight | -0.058 | 0.027 | 0.801 | 0.779 | 1.000 | 0.012 | -0.076 | 0.632 | 0.267 | 0.136 |
| no_of_owners | 0.011 | -0.616 | 0.105 | 0.174 | 0.012 | 1.000 | 0.539 | -0.223 | 0.000 | 0.000 |
| mileage | 0.048 | -0.793 | -0.064 | 0.077 | -0.076 | 0.539 | 1.000 | -0.551 | 0.125 | 0.175 |
| price | -0.083 | 0.464 | 0.668 | 0.490 | 0.632 | -0.223 | -0.551 | 1.000 | 0.120 | 0.000 |
| type_of_vehicle | 0.026 | 0.355 | 0.285 | 0.252 | 0.267 | 0.000 | 0.125 | 0.120 | 1.000 | 0.212 |
| transmission | 0.018 | 0.221 | 0.052 | 0.047 | 0.136 | 0.000 | 0.175 | 0.000 | 0.212 | 1.000 |
| listing_id | url | make | model | manufactured | reg_date | type_of_vehicle | eco_category | transmission | power | engine_cap | curb_weight | no_of_owners | mileage | price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1004862 | https://www.sgcarmart.com/listing/1004862 | Lamborghini | gallardo | 2011 | 06-jan-2012 | sports car | uncategorized | auto | 412 | 5204 | 1500 | 5 | 49000 | 362800 |
| 1 | 1004953 | https://www.sgcarmart.com/listing/1004953 | Mitsubishi | attrage | 2016 | 31-jul-2017 | mid-sized_sedan | uncategorized | auto | 57 | 1193 | 940 | 2 | 90000 | 43800 |
| 2 | 1031276 | https://www.sgcarmart.com/listing/1031276 | toyota | vios | 2018 | 21-nov-2018 | mid-sized sedan | uncategorized | auto | 79 | 1496 | 1085 | 1 | 20270 | 56666 |
| 3 | 1024287 | https://www.sgcarmart.com/listing/1024287 | volkswagen | golf | 2016 | 18-nov-2016 | hatchback | uncategorized | auto | 81 | 1197 | 1229 | 1 | 60000 | 54200 |
| 4 | 1023453 | https://www.sgcarmart.com/listing/1023453 | bmw | 216d | 2016 | 24-nov-2016 | mpv | uncategorized | auto | 85 | 1496 | 1480 | 2 | 80000 | 103000 |
| 5 | 1015705 | https://www.sgcarmart.com/listing/1015705 | mazda | 2 | 2019 | 31-jan-2020 | luxury sedan | uncategorized | auto | 121 | 1998 | 1515 | 1 | 8896 | 104800 |
| 6 | 1030192 | https://www.sgcarmart.com/listing/1030192 | toyota | corolla | 2016 | 09-dec-2016 | mid-sized sedan | uncategorized | auto | 90 | 1598 | 1205 | 1 | 86026 | 61800 |
| 7 | 997557 | https://www.sgcarmart.com/listing/997557 | honda | shuttle | 2016 | 20-apr-2017 | stationwagon | uncategorized | auto | 97 | 1496 | 1130 | 2 | 46000 | 60900 |
| 8 | 1030697 | https://www.sgcarmart.com/listing/1030697 | Hyundai | elantra | 2011 | 07-oct-2011 | mid-sized sedan | uncategorized | auto | 95 | 1591 | 1267 | 3 | 68720 | 60800 |
| 9 | 1015102 | https://www.sgcarmart.com/listing/1015102 | honda | jazz | 2019 | 13-may-2019 | hatchback | uncategorized | auto | 96 | 1498 | 1088 | 1 | 16700 | 70000 |
| listing_id | url | make | model | manufactured | reg_date | type_of_vehicle | eco_category | transmission | power | engine_cap | curb_weight | no_of_owners | mileage | price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 14990 | 1027545 | https://www.sgcarmart.com/listing/1027545 | mitsubishi | outlander | 2116 | 04-nov-2016 | suv | uncategorized | auto | 123 | 2360 | 1530 | 2 | 42000 | 78500 |
| 14991 | 990149 | https://www.sgcarmart.com/listing/990149 | mini | cooper | 2019 | 06-jan-2020 | sports car | uncategorized | auto | 141 | 1998 | 1535 | 2 | 23000 | 148000 |
| 14992 | 984126 | https://www.sgcarmart.com/listing/984126 | mini | cooper | 2012 | 20-sep-2012 | sports car | uncategorized | auto | 135 | 1598 | 1405 | 6 | 65663 | 128000 |
| 14993 | 981118 | https://www.sgcarmart.com/listing/981118 | Hyundai | avante | 2019 | 19-aug-2019 | mid-sized sedan | uncategorized | auto | 93 | 1591 | 1345 | 1 | 40000 | 72000 |
| 14994 | 1012698 | https://www.sgcarmart.com/listing/1012698 | toyota | corolla | 2016 | 17-apr-2017 | mid-sized sedan | uncategorized | auto | 90 | 1598 | 1215 | 1 | 45000 | 63800 |
| 14995 | 1014803 | https://www.sgcarmart.com/listing/1014803 | maserati | granturismo | 2009 | 11-dec-2009 | sports car | uncategorized | auto | 323 | 4691 | 1880 | 99999 | 90000 | 139500 |
| 14996 | 1010282 | https://www.sgcarmart.com/listing/1010282 | bmw | x3 | 2017 | 29-jun-2017 | suv | uncategorized | auto | 135 | 1997 | 1680 | 1 | 68000 | 121800 |
| 14997 | 1006206 | https://www.sgcarmart.com/listing/1006206 | toyota | harrier | 2016 | 09-feb-2017 | suv | uncategorized | auto | 111 | 1986 | 1610 | 1 | 56000 | 84800 |
| 14998 | 982384 | https://www.sgcarmart.com/listing/982384 | Lexus | es | 2015 | 30-nov-2015 | luxury sedan | uncategorized | auto | 135 | 2494 | 1615 | 2 | 85000 | 92800 |
| 14999 | 1028062 | https://www.sgcarmart.com/listing/1028062 | bmw | 530i | 2017 | 17-oct-2017 | luxury sedan | uncategorized | auto | 185 | 1998 | 1615 | 1 | 78000 | 147800 |
Most frequently occurring
| listing_id | url | make | model | manufactured | reg_date | type_of_vehicle | eco_category | transmission | power | engine_cap | curb_weight | no_of_owners | mileage | price | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 894308 | https://www.sgcarmart.com/listing/894308 | kia | sportage | 2017 | 28-mar-2017 | suv | uncategorized | auto | 114 | 1999 | 1500 | 1 | 53708 | 77800 | 2 |
| 1 | 954364 | https://www.sgcarmart.com/listing/954364 | mitsubishi | outlander | 2017 | 18-dec-2017 | suv | uncategorized | auto | 123 | 2360 | 1535 | 1 | 57271 | 78800 | 2 |
| 2 | 976473 | https://www.sgcarmart.com/listing/976473 | subaru | forester | 2016 | 28-oct-2016 | suv | uncategorized | auto | 177 | 1998 | 1682 | 1 | 93428 | 74800 | 2 |
| 3 | 981956 | https://www.sgcarmart.com/listing/981956 | lexus | rx | 2011 | 28-oct-2011 | suv | uncategorized | auto | 138 | 2672 | 1840 | 3 | 118200 | 89800 | 2 |
| 4 | 986149 | https://www.sgcarmart.com/listing/986149 | lexus | is | 2019 | 19-feb-2020 | luxury sedan | uncategorized | auto | 180 | 1998 | 1620 | 2 | 10000 | 149800 | 2 |
| 5 | 991111 | https://www.sgcarmart.com/listing/991111 | kia | cerato | 2018 | 31-oct-2018 | mid-sized sedan | uncategorized | auto | 93 | 1591 | 1287 | 1 | 30600 | 75800 | 2 |
| 6 | 991776 | https://www.sgcarmart.com/listing/991776 | hyundai | avante | 2019 | 15-aug-2019 | mid-sized sedan | uncategorized | auto | 93 | 1591 | 1345 | 1 | 30000 | 71800 | 2 |
| 7 | 992077 | https://www.sgcarmart.com/listing/992077 | Honda | vezel | 2018 | 12-jul-2019 | suv | uncategorized | auto | 96 | 1496 | 1190 | 1 | 31075 | 82800 | 2 |
| 8 | 995501 | https://www.sgcarmart.com/listing/995501 | lexus | rx | 2019 | 31-aug-2019 | suv | uncategorized | auto | 175 | 1998 | 1890 | 1 | 31000 | 189800 | 2 |
| 9 | 995581 | https://www.sgcarmart.com/listing/995581 | bmw | 318i | 2018 | 15-nov-2018 | luxury sedan | uncategorized | auto | 100 | 1499 | 1425 | 1 | 70000 | 119800 | 2 |